Download Deep Learning with Python - Optimizing Deep Learning Models Torrent

Torrent Contents Size: 263.5 MB

Deep Learning with Python - Optimizing Deep Learning Models

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01 - Batch normalization.mp4	MP4	5 MB
01 - Batch normalization.srt	SRT	4.9 KB
01 - Common loss functions in deep learning.mp4	MP4	10.6 MB
01 - Common loss functions in deep learning.srt	SRT	7.9 KB
01 - Continuing to optimize deep learning models.mp4	MP4	6.1 MB
01 - Continuing to optimize deep learning models.srt	SRT	5.4 KB
01 - Optimizing deep learning models.mp4	MP4	3.5 MB
01 - Optimizing deep learning models.srt	SRT	1.5 KB
01 - Parameters versus hyperparameters.mp4	MP4	9.7 MB
01 - Parameters versus hyperparameters.srt	SRT	7.4 KB
01 - The bias-variance trade-off.mp4	MP4	5.9 MB
01 - The bias-variance trade-off.srt	SRT	5.7 KB
01 - The importance of optimizing deep learning models.mp4	MP4	6 MB
01 - The importance of optimizing deep learning models.srt	SRT	5.1 KB
02 - Applying batch normalization to a deep learning model.mp4	MP4	8 MB
02 - Applying batch normalization to a deep learning model.srt	SRT	4.4 KB
02 - Batch gradient descent.mp4	MP4	5.6 MB
02 - Batch gradient descent.srt	SRT	5.9 KB
02 - Key hyperparameters in deep learning.mp4	MP4	14.9 MB
02 - Key hyperparameters in deep learning.srt	SRT	12.6 KB
02 - Lasso and ridge regularization.mp4	MP4	7.5 MB
02 - Lasso and ridge regularization.srt	SRT	6.5 KB
02 - What you should know.mp4	MP4	1.2 MB
02 - What you should know.srt	SRT	1.4 KB
03 - Applying L1 regularization to a deep learning model.mp4	MP4	9.8 MB
03 - Applying L1 regularization to a deep learning model.srt	SRT	4.6 KB
03 - Gradient clipping.mp4	MP4	9.4 MB
03 - Gradient clipping.srt	SRT	7.8 KB
03 - Methods for hyperparameter tuning.mp4	MP4	10.3 MB
03 - Methods for hyperparameter tuning.srt	SRT	10.2 KB
03 - Stochastic gradient descent (SGD).mp4	MP4	4.6 MB
03 - Stochastic gradient descent (SGD).srt	SRT	4.8 KB
03 - Using the exercise files.mp4	MP4	2.8 MB
03 - Using the exercise files.srt	SRT	2.1 KB
04 - Applying L2 regularization to a deep learning model.mp4	MP4	9.6 MB
04 - Applying L2 regularization to a deep learning model.srt	SRT	4.9 KB
04 - Applying gradient clipping to a deep learning model.mp4	MP4	9 MB
04 - Applying gradient clipping to a deep learning model.srt	SRT	4.4 KB
04 - Defining a tunable deep learning model in Keras.mp4	MP4	17.9 MB
04 - Defining a tunable deep learning model in Keras.srt	SRT	9.7 KB
04 - Mini-batch gradient descent.mp4	MP4	5.5 MB
04 - Mini-batch gradient descent.srt	SRT	6.1 KB
05 - Adaptive Gradient Algorithm (AdaGrad).mp4	MP4	8.7 MB
05 - Adaptive Gradient Algorithm (AdaGrad).srt	SRT	7.6 KB
05 - Early stopping and checkpointing.mp4	MP4	5.1 MB
05 - Early stopping and checkpointing.srt	SRT	5.6 KB
05 - Elastic Net regularization.mp4	MP4	4.7 MB
05 - Elastic Net regularization.srt	SRT	4 KB
05 - Using KerasTuner for hyperparameter tuning.mp4	MP4	23.5 MB
05 - Using KerasTuner for hyperparameter tuning.srt	SRT	11.5 KB
06 - Dropout regularization.mp4	MP4	4.7 MB
06 - Dropout regularization.srt	SRT	4.5 KB
06 - Learning rate scheduling.mp4	MP4	11.1 MB
06 - Learning rate scheduling.srt	SRT	8.2 KB
06 - Root Mean Square Propagation (RMSProp).mp4	MP4	4.3 MB
06 - Root Mean Square Propagation (RMSProp).srt	SRT	3.8 KB
07 - Adaptive Delta (AdaDelta).mp4	MP4	2.6 MB
07 - Adaptive Delta (AdaDelta).srt	SRT	2.8 KB
07 - Applying dropout regularization to a deep learning model.mp4	MP4	9.9 MB
07 - Applying dropout regularization to a deep learning model.srt	SRT	4.4 KB
07 - Training a deep learning model using callbacks.mp4	MP4	20 MB
07 - Training a deep learning model using callbacks.srt	SRT	10.2 KB
08 - Adaptive Moment Estimation (Adam).mp4	MP4	6.1 MB
08 - Adaptive Moment Estimation (Adam).srt	SRT	5.2 KB
Bonus Resources.txt	TXT	102.4 B
Get Bonus Downloads Here.url	URL	204.8 B

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Deep Learning with Python - Optimizing Deep Learning Models

Torrent Contents Size: 263.5 MB

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